Revealing Neural Network Bias to Non-Experts Through Interactive Counterfactual Examples

Chelsea M. Myers, Evan Freed, Luis Fernando Laris Pardo +3

AI algorithms are not immune to biases. Traditionally, non-experts have little control in uncovering potential social bias (e.g., gender bias) in the algorithms that may impact the…